<b><i>Introduction:</i></b> Bariatric surgery has grown in popularity over the past two decades, especially in the Asia-Pacific. Correspondingly, researchers’ interest in this field has also increased. This study aims to perform a bibliometric analysis of publications from Asia-Pacific represented by the International Federation for the Surgery of Obesity and Metabolic Disorders Asia-Pacific Chapter (IFSO-APC) and investigate the relevant factors that might affect the publications. <b><i>Methods:</i></b> The search terms for bariatric surgery were searched in Web of Science focusing on the period 2000–2021. Bibliometric analysis was performed after screening the search results. Univariate and multivariate regression analyses were performed on the number of publications and corresponding indicators obtained from official agencies. <b><i>Results:</i></b> A total of 9,547 publications in IFSO-APC were retrieved, of which China had the largest number with 2,782 publications. Authors and journals with major contributions were listed. The authors’ or affiliations’ cooperation networks mainly were limited to domestic. “Bariatric surgery” was the most frequent keyword with 2,063 times and also the largest cluster. “Morbid obesity” was the strongest citation bursts. Multivariate analysis found that the number of publications in each country/region was associated with body mass index ≥25 kg/m², gross domestic product, and total population. <b><i>Conclusion:</i></b> Generally, Asia-Pacific represented by IFSO-APC scientific publications on bariatric surgery has grown significantly in the last two decades, but cooperation between countries/regions should be strengthened. “Morbid obesity” is the focus and frontier of research in this field.